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Bespoke data apps
Custom software that ingests your operational data — inventory, sales, sensors, spreadsheets — and turns it into dashboards, alerts, and decisions your team actually uses.
AI-native studio · est. 2007
We turn operational
We turn operational
data into decisions.
Impression Insights is a small studio that builds bespoke apps for industries with messy, valuable data — distilleries, online retail, and beyond. With AI in the stack, we ship in weeks what used to take quarters.
01 — What we do
A studio for the data nobody else wants to touch.
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AI-native workflows
We embed large language models where they earn their keep: classifying, summarizing, forecasting, and surfacing the one anomaly buried in a million rows.
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Niche-industry fluency
Rickhouse inventory. Online sales channels. The unglamorous corners where software vendors don't bother. That's exactly where we live.
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Investor visibility
When your data also needs to convince investors, lenders, or partners, we build the same insight layer for them — in their language, on their schedule.
02 — Automations in production
Real workflows running for real businesses.
Anonymized case studies drawn from live automations we've built for small and mid-sized businesses — from craft distilleries to pool builders to home-service contractors. Every flow chart below is a workflow currently running in production.
Bourbon & Craft Beverage
How a Craft Bourbon Brand Put Its Content on Autopilot — Without Hiring a Copywriter
AI-powered news monitoring and content publishing
Read case study E-commerceTurning Website Newsletter Sign-Ups Into Constant Contact Subscribers — Instantly and Cleanly
Website form to email list sync with duplicate handling
Read case study Specialty ContractorEvery Contact Form Becomes a Sales Lead — No Copy-Pasting Required
Website contact form to CRM lead creation with deduplication
Read case study Bourbon & Craft BeverageTasting Room Ambassadors Become a Lead Machine — Without the Paperwork
In-person ambassador submission to CRM lead creation
Read case study02 — Selected work
Apps we've shipped for real businesses.
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CaskEquity
Rickhouse inventory and investor visibility for distilleries.
Spirits · Fintech
2023
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Distillery Online Sales Dashboard
One app to review all online sales across every channel, so management gets to see the entire picture.
Retail · Analytics
2026
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WP Pool Builder
Meet clients where they are in life by giving them the ability to explore and quote their dream pool from the comfort of home — on their schedule, when they’re ready.
WordPress · Plugin
2025
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Link Seal Calculator
The Link Seal sizing chart is designed to help customers identify the proper Link-Seal components and determine the correct quantity required for their specific application.
Calculator · Tool
2024
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Your project
A bespoke AI-powered app for your operational data. Let's talk.
Open · 2026
Next
03 — The AI shift
We've been doing this for 18 years.
AI changed everything.
Before: a custom data app was a 6-month engagement. Discovery, schemas, dashboards, training. Worth it for the big projects — out of reach for everyone else.
Now: AI does the unglamorous middle. It reads messy exports, normalizes column names that humans named at 2am, drafts the first dashboard, and writes the explainer copy for the investor view.
Our job hasn't changed — we still figure out what your data actually means and design something your team will use on a Tuesday morning. We just do it five times faster, for businesses that couldn't justify it before.
If you have data and a hunch that there's an insight buried in it, we can probably help. The AI demo below makes it concrete — pick your industry and watch us pitch what we'd build for you.
04 — Live demo
Tell us your industry. We'll pitch you back.
What industry are you in?
05 — About
A studio, not an agency.
Impression Insights is the home for the plugins, apps, and one-of-a-kind builds we ship. The name has been ours since the beginning — back when "bringing insights to data" still meant Excel macros and SQL Server reports.
Today it means AI-native apps for industries the big software vendors skip past. We build them, we ship them, we name them, and sometimes we spin them out — CaskEquity, CoalPick, and WP Pool Builder are three recent ones.
If your business runs on data nobody else seems to understand, you're exactly the kind of client we like.